Triple
T18628468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamiltonian cycle |
E455347
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object |
traveling salesman problem
The traveling salesman problem is a classic NP-hard optimization problem that asks for the shortest possible route visiting each city exactly once and returning to the starting point.
|
E1335240
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: traveling salesman problem | Statement: [Hamiltonian cycle, usedIn, traveling salesman problem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: traveling salesman problem Context triple: [Hamiltonian cycle, usedIn, traveling salesman problem]
-
A.
TSP
TSP is a structured framework that guides software development teams in planning, tracking, and improving their work to produce high-quality software.
-
B.
TSP
TSP is the commonly used abbreviation and nickname for the Polish football club TS Podbeskidzie Bielsko-Biała.
-
C.
TSP
TSP refers to the Terrorist Surveillance Program, a controversial post-9/11 U.S. National Security Agency initiative involving warrantless electronic eavesdropping on communications suspected of links to terrorism.
-
D.
TSP
TSP is the commonly used abbreviation for the Taconic State Parkway, a major scenic highway running through eastern New York State.
-
E.
TSP
TSP is a U.S. federal government-sponsored retirement savings and investment plan for federal employees and members of the uniformed services.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: traveling salesman problem Triple: [Hamiltonian cycle, usedIn, traveling salesman problem]
Generated description
The traveling salesman problem is a classic NP-hard optimization problem that asks for the shortest possible route visiting each city exactly once and returning to the starting point.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: traveling salesman problem Target entity description: The traveling salesman problem is a classic NP-hard optimization problem that asks for the shortest possible route visiting each city exactly once and returning to the starting point.
-
A.
TSP
TSP is a structured framework that guides software development teams in planning, tracking, and improving their work to produce high-quality software.
-
B.
TSP
TSP is the commonly used abbreviation and nickname for the Polish football club TS Podbeskidzie Bielsko-Biała.
-
C.
TSP
TSP refers to the Terrorist Surveillance Program, a controversial post-9/11 U.S. National Security Agency initiative involving warrantless electronic eavesdropping on communications suspected of links to terrorism.
-
D.
TSP
TSP is the commonly used abbreviation for the Taconic State Parkway, a major scenic highway running through eastern New York State.
-
E.
TSP
TSP is a U.S. federal government-sponsored retirement savings and investment plan for federal employees and members of the uniformed services.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54f063a1c819087e544c64f5cf80f |
completed | April 19, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050d7c9efc81908271db9d7876ee58 |
completed | May 13, 2026, 11:47 p.m. |
| NEDg | Description generation | batch_6a0511eee8148190b6185f79e030b415 |
completed | May 14, 2026, 12:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0512a339f0819087ec66c4b1c8716c |
completed | May 14, 2026, 12:09 a.m. |
Created at: April 10, 2026, 11:46 a.m.